Pandas Profiling Report

Dataset info

Number of variables	65
Number of observations	9792
Missing cells	8776 (1.4%)
Duplicate rows	82 (0.8%)
Total size in memory	4.9 MiB
Average record size in memory	520.0 B

Variables types

Numeric	41
Categorical	0
Boolean	1
Date	0
URL	0
Text (Unique)	0
Rejected	23
Unsupported	0

Warnings

Dataset has 82 (0.8%) duplicate rows	Warning
`X10` is highly skewed (γ1 = -94.0281074)	Skewed
`X11` is highly skewed (γ1 = 44.26663626)	Skewed
`X12` is highly skewed (γ1 = -54.69677552)	Skewed
`X13` is highly skewed (γ1 = 36.07321928)	Skewed
`X14` is highly correlated with `X11` (ρ = 0.9887994067)	Rejected
`X15` is highly skewed (γ1 = 55.47711843)	Skewed
`X16` is highly correlated with `X12` (ρ = 0.976533822)	Rejected
`X17` is highly skewed (γ1 = 58.84945396)	Skewed
`X18` is highly skewed (γ1 = 48.64885333)	Skewed
`X2` is highly skewed (γ1 = 94.23602939)	Skewed
`X20` is highly skewed (γ1 = 48.70550707)	Skewed
`X20` has 599 (6.1%) zeros	Zeros
`X21` is highly skewed (γ1 = 56.55562556)	Skewed
`X21` has 158 (1.6%) missing values	Missing
`X22` is highly correlated with `X14` (ρ = 0.9019352339)	Rejected
`X23` is highly correlated with `X19` (ρ = 0.9947370951)	Rejected
`X24` has 211 (2.2%) missing values	Missing
`X25` is highly correlated with `X10` (ρ = 0.9939824942)	Rejected
`X26` is highly correlated with `X16` (ρ = 0.9949878078)	Rejected
`X27` is highly skewed (γ1 = 46.33065301)	Skewed
`X27` has 668 (6.8%) zeros	Zeros
`X27` has 641 (6.5%) missing values	Missing
`X28` is highly skewed (γ1 = 60.33864312)	Skewed
`X28` has 231 (2.4%) missing values	Missing
`X3` is highly correlated with `X25` (ρ = 0.9836612161)	Rejected
`X30` is highly skewed (γ1 = 70.68294257)	Skewed
`X31` is highly correlated with `X23` (ρ = 0.9841929148)	Rejected
`X32` is highly skewed (γ1 = 45.54528428)	Skewed
`X33` is highly skewed (γ1 = 66.0257814)	Skewed
`X34` is highly correlated with `X33` (ρ = 0.9423148929)	Rejected
`X35` is highly correlated with `X22` (ρ = 0.9367083025)	Rejected
`X36` is highly skewed (γ1 = 96.7486044)	Skewed
`X37` is highly skewed (γ1 = 23.70329592)	Skewed
`X37` has 4442 (45.4%) missing values	Missing
`X38` is highly correlated with `X3` (ρ = 0.9933965416)	Rejected
`X39` is highly skewed (γ1 = -95.36281585)	Skewed
`X4` is highly skewed (γ1 = 86.06915281)	Skewed
`X40` is highly skewed (γ1 = 80.15908074)	Skewed
`X41` is highly skewed (γ1 = 60.62886605)	Skewed
`X41` has 187 (1.9%) missing values	Missing
`X42` is highly skewed (γ1 = -40.35845415)	Skewed
`X42` has 892 (9.1%) zeros	Zeros
`X43` is highly skewed (γ1 = 82.05573159)	Skewed
`X44` is highly correlated with `X43` (ρ = 0.9999342799)	Rejected
`X45` is highly skewed (γ1 = 44.45412253)	Skewed
`X45` has 613 (6.3%) missing values	Missing
`X46` is highly correlated with `X4` (ρ = 0.999948176)	Rejected
`X47` is highly skewed (γ1 = 52.18426409)	Skewed
`X47` has 603 (6.2%) zeros	Zeros
`X48` is highly skewed (γ1 = 25.33432634)	Skewed
`X48` has 213 (2.2%) zeros	Zeros
`X49` is highly skewed (γ1 = -39.19660551)	Skewed
`X49` has 213 (2.2%) zeros	Zeros
`X5` is highly skewed (γ1 = 43.8357539)	Skewed
`X50` is highly correlated with `X46` (ρ = 0.9945594756)	Rejected
`X51` is highly correlated with `X2` (ρ = 0.9923028924)	Rejected
`X52` is highly correlated with `X32` (ρ = 0.991369279)	Rejected
`X53` is highly skewed (γ1 = 32.9053982)	Skewed
`X53` has 231 (2.4%) missing values	Missing
`X54` is highly correlated with `X28` (ρ = 0.9987279629)	Rejected
`X55` is highly skewed (γ1 = 55.45605287)	Skewed
`X56` is highly correlated with `X39` (ρ = 0.999295389)	Rejected
`X57` is highly skewed (γ1 = -45.61710532)	Skewed
`X57` has 105 (1.1%) zeros	Zeros
`X58` is highly skewed (γ1 = 66.37566702)	Skewed
`X59` is highly skewed (γ1 = 48.44764012)	Skewed
`X59` has 4444 (45.4%) zeros	Zeros
`X6` is highly skewed (γ1 = -21.69753607)	Skewed
`X6` has 4055 (41.4%) zeros	Zeros
`X60` is highly skewed (γ1 = 65.49077002)	Skewed
`X60` has 614 (6.3%) missing values	Missing
`X61` is highly skewed (γ1 = 97.17717656)	Skewed
`X62` is highly correlated with `X30` (ρ = 0.944755247)	Rejected
`X63` is highly correlated with `X36` (ρ = 0.939441559)	Rejected
`X64` is highly skewed (γ1 = 32.61179169)	Skewed
`X64` has 231 (2.4%) missing values	Missing
`X7` is highly correlated with `X22` (ρ = 0.9019397054)	Rejected
`X8` is highly correlated with `X17` (ρ = 0.9999990887)	Rejected
`X9` is highly correlated with `X63` (ρ = 0.9240575663)	Rejected

X1
Numeric

Distinct count	9314
Unique (%)	95.1%
Missing (%)	< 0.1%
Missing (n)	1
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.04301916745
Minimum	-12.458
Maximum	20.482
Zeros (%)	0.5%

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Quantile statistics

Minimum	-12.458
5-th percentile	-0.21297
Q1	0.00132115
Median	0.041364
Q3	0.11113
95-th percentile	0.292695
Maximum	20.482
Range	32.94
Interquartile range	0.10980885

Descriptive statistics

Standard deviation	0.3593209214
Coef of variation	8.352577297
Kurtosis	1337.683921
Mean	0.04301916745
MAD	0.1161256655
Skewness	13.46751823
Sum	421.2006685
Variance	0.1291115246
Memory size	76.6 KiB

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	45	0.5%
0.11759	4	< 0.1%
0.13846	3	< 0.1%
0.0028921	3	< 0.1%
0.10337	3	< 0.1%
0.10591	3	< 0.1%
0.11995	3	< 0.1%
0.19412	3	< 0.1%
0.27933	3	< 0.1%
-0.034288	3	< 0.1%
Other values (9303)	9718	99.2%

Minimum 5 values

Value	Count	Frequency (%)
-12.458	1	< 0.1%
-9.2981	1	< 0.1%
-5.9655	1	< 0.1%
-4.2407	1	< 0.1%
-4.0506	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
20.482	1	< 0.1%
9.8037	1	< 0.1%
3.1233	1	< 0.1%
2.9771	1	< 0.1%
2.6476	1	< 0.1%

X10
Numeric

Distinct count	9209
Unique (%)	94.0%
Missing (%)	< 0.1%
Missing (n)	1
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.3890400828
Minimum	-445.91
Maximum	12.602
Zeros (%)	< 0.1%

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Quantile statistics

Minimum	-445.91
5-th percentile	-0.0795615
Q1	0.29444
Median	0.51045
Q3	0.71429
95-th percentile	0.921695
Maximum	12.602
Range	458.512
Interquartile range	0.41985

Descriptive statistics

Standard deviation	4.590298658
Coef of variation	11.79903784
Kurtosis	9131.06014
Mean	0.3890400828
MAD	0.3613694747
Skewness	-94.0281074
Sum	3809.09145
Variance	21.07084177
Memory size	76.6 KiB

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
1	12	0.1%
0.57653	4	< 0.1%
0.69389	4	< 0.1%
0.63277	3	< 0.1%
0.93205	3	< 0.1%
0.69425	3	< 0.1%
0.69794	3	< 0.1%
0.76515	3	< 0.1%
0.52806	3	< 0.1%
0.83002	3	< 0.1%
Other values (9198)	9750	99.6%

Minimum 5 values

Value	Count	Frequency (%)
-445.91	1	< 0.1%
-39.156	1	< 0.1%
-24.431	1	< 0.1%
-24.005	1	< 0.1%
-19.403	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
12.602	1	< 0.1%
9.7778	1	< 0.1%
7.6056	1	< 0.1%
2.326	1	< 0.1%
1.8286	1	< 0.1%

X11
Numeric

Distinct count	9320
Unique (%)	95.2%
Missing (%)	< 0.1%
Missing (n)	1
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.07541739891
Minimum	-12.244
Maximum	38.618
Zeros (%)	0.1%

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Quantile statistics

Minimum	-12.244
5-th percentile	-0.19137
Q1	0.0094571
Median	0.062544
Q3	0.140805
95-th percentile	0.35038
Maximum	38.618
Range	50.862
Interquartile range	0.1313479

Descriptive statistics

Standard deviation	0.5282321423
Coef of variation	7.004115096
Kurtosis	3174.734133
Mean	0.07541739891
MAD	0.1290255319
Skewness	44.26663626
Sum	738.4117528
Variance	0.2790291961
Memory size	76.6 KiB

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	7	0.1%
0.10346	4	< 0.1%
0.20908	4	< 0.1%
0.15209	3	< 0.1%
0.058179	3	< 0.1%
0.16986	3	< 0.1%
0.081877	3	< 0.1%
0.23157	3	< 0.1%
0.011585	3	< 0.1%
0.21107	3	< 0.1%
Other values (9309)	9755	99.6%

Minimum 5 values

Value	Count	Frequency (%)
-12.244	1	< 0.1%
-8.9666	1	< 0.1%
-4.2407	1	< 0.1%
-4.0494	1	< 0.1%
-3.6424	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
38.618	1	< 0.1%
20.482	1	< 0.1%
9.8135	1	< 0.1%
3.4542	1	< 0.1%
3.1233	1	< 0.1%

X12
Numeric

Distinct count	9399
Unique (%)	96.0%
Missing (%)	0.4%
Missing (n)	43
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.2109893969
Minimum	-6331.8
Maximum	3340.9
Zeros (%)	< 0.1%

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Quantile statistics

Minimum	-6331.8
5-th percentile	-0.511642
Q1	0.007608
Median	0.14369
Q3	0.51382
95-th percentile	2.4482
Maximum	3340.9
Range	9672.7
Interquartile range	0.506212

Descriptive statistics

Standard deviation	74.23727369
Coef of variation	351.8531016
Kurtosis	5859.578982
Mean	0.2109893969
MAD	2.203464152
Skewness	-54.69677552
Sum	2056.93563
Variance	5511.172805
Memory size	76.6 KiB

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0.20448	4	< 0.1%
0.11861	4	< 0.1%
0.16427	3	< 0.1%
0.47005	3	< 0.1%
0.10943	3	< 0.1%
0.82048	3	< 0.1%
0.15048	3	< 0.1%
0.12286	3	< 0.1%
0.05604	3	< 0.1%
0.13008	3	< 0.1%
Other values (9388)	9717	99.2%
(Missing)	43	0.4%

Minimum 5 values

Value	Count	Frequency (%)
-6331.8	1	< 0.1%
-1236.4	1	< 0.1%
-178.92	1	< 0.1%
-166.19	1	< 0.1%
-150.42	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
3340.9	1	< 0.1%
697	1	< 0.1%
342.55	1	< 0.1%
212.1	1	< 0.1%
179.4	1	< 0.1%

X13
Numeric

Distinct count	9262
Unique (%)	94.6%
Missing (%)	0.2%
Missing (n)	21
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.3989022407
Minimum	-1460.6
Maximum	2707.7
Zeros (%)	0.1%

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Quantile statistics

Minimum	-1460.6
5-th percentile	-0.143785
Q1	0.021204
Median	0.063829
Q3	0.127935
95-th percentile	0.319075
Maximum	2707.7
Range	4168.3
Interquartile range	0.106731

Descriptive statistics

Standard deviation	37.974787
Coef of variation	95.19822936
Kurtosis	3065.359471
Mean	0.3989022407
MAD	1.432824188
Skewness	36.07321928
Sum	3897.673794
Variance	1442.084448
Memory size	76.6 KiB

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	8	0.1%
0.11915	4	< 0.1%
0.13989	4	< 0.1%
0.13834	4	< 0.1%
0.14396	4	< 0.1%
0.14336	4	< 0.1%
0.13353	3	< 0.1%
0.11431	3	< 0.1%
0.11236	3	< 0.1%
0.14935	3	< 0.1%
Other values (9251)	9731	99.4%
(Missing)	21	0.2%

Minimum 5 values

Value	Count	Frequency (%)
-1460.6	1	< 0.1%
-788.11	1	< 0.1%
-668.15	1	< 0.1%
-184	1	< 0.1%
-67.739	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
2707.7	1	< 0.1%
1101.6	2	< 0.1%
804.4	1	< 0.1%
508.02	1	< 0.1%
308.5	1	< 0.1%

X14
Highly correlated

This variable is highly correlated with X11 and should be ignored for analysis

Correlation	0.9887994067

X15
Numeric

Distinct count	9342
Unique (%)	95.4%
Missing (%)	0.1%
Missing (n)	8
Infinite (%)	0.0%
Infinite (n)	0

Mean	3017.6806
Minimum	-1567500
Maximum	8085500
Zeros (%)	0.1%

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Quantile statistics

Minimum	-1567500
5-th percentile	-4888.26
Q1	217.355
Median	906.555
Q3	2412.5
95-th percentile	9299.075
Maximum	8085500
Range	9653000
Interquartile range	2195.145

Descriptive statistics

Standard deviation	102273.1485
Coef of variation	33.89130994
Kurtosis	4144.257548
Mean	3017.6806
MAD	7958.660228
Skewness	55.47711843
Sum	29524986.99
Variance	1.045979691e+10
Memory size	76.6 KiB

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	12	0.1%
1051.3	3	< 0.1%
2190	3	< 0.1%
2161.7	3	< 0.1%
1433.2	3	< 0.1%
1272.8	3	< 0.1%
1597.6	3	< 0.1%
1487.8	3	< 0.1%
1187.2	3	< 0.1%
1411.4	3	< 0.1%
Other values (9331)	9745	99.5%
(Missing)	8	0.1%

Minimum 5 values

Value	Count	Frequency (%)
-1567500	1	< 0.1%
-1232400	1	< 0.1%
-789840	1	< 0.1%
-740260	1	< 0.1%
-702610	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
8085500	1	< 0.1%
3046900	1	< 0.1%
2754300	1	< 0.1%
1486900	1	< 0.1%
1421000	1	< 0.1%

X16
Highly correlated

This variable is highly correlated with X12 and should be ignored for analysis

Correlation	0.976533822

X17
Numeric

Distinct count	8626
Unique (%)	88.1%
Missing (%)	0.2%
Missing (n)	19
Infinite (%)	0.0%
Infinite (n)	0

Mean	20.97603272
Minimum	0.00085666
Maximum	53210
Zeros (%)	0.0%

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Quantile statistics

Minimum	0.00085666
5-th percentile	0.931942
Q1	1.4489
Median	2.1346
Q3	3.7815
95-th percentile	13.7666
Maximum	53210
Range	53209.99914
Interquartile range	2.3326

Descriptive statistics

Standard deviation	698.7572451
Coef of variation	33.31217368
Kurtosis	3924.885593
Mean	20.97603272
MAD	34.61212823
Skewness	58.84945396
Sum	204998.7678
Variance	488261.6876
Memory size	76.6 KiB

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
2.7927	5	0.1%
1.2986	4	< 0.1%
1.7202	4	< 0.1%
1.167	4	< 0.1%
3.2668	4	< 0.1%
2.456	4	< 0.1%
1.4974	4	< 0.1%
2.5413	4	< 0.1%
1.2064	4	< 0.1%
2.4593	4	< 0.1%
Other values (8615)	9732	99.4%
(Missing)	19	0.2%

Minimum 5 values

Value	Count	Frequency (%)
0.00085666	1	< 0.1%
0.0022376	1	< 0.1%
0.024902	1	< 0.1%
0.039321	1	< 0.1%
0.039993	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
53210	1	< 0.1%
27146	1	< 0.1%
25873	1	< 0.1%
19572	1	< 0.1%
8270	1	< 0.1%

X18
Numeric

Distinct count	9323
Unique (%)	95.2%
Missing (%)	< 0.1%
Missing (n)	1
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.06457972494
Minimum	-12.458
Maximum	50.266
Zeros (%)	0.1%

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Quantile statistics

Minimum	-12.458
5-th percentile	-0.212395
Q1	0.00300775
Median	0.048859
Q3	0.12696
95-th percentile	0.334025
Maximum	50.266
Range	62.724
Interquartile range	0.12395225

Descriptive statistics

Standard deviation	0.7361425541
Coef of variation	11.3989732
Kurtosis	3052.372775
Mean	0.06457972494
MAD	0.1352310613
Skewness	48.64885333
Sum	632.3000869
Variance	0.54190586
Memory size	76.6 KiB

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	7	0.1%
0.10346	4	< 0.1%
0.061763	3	< 0.1%
0.011875	3	< 0.1%
0.21107	3	< 0.1%
0.11548	3	< 0.1%
0.013099	3	< 0.1%
0.11682	3	< 0.1%
0.05288	3	< 0.1%
0.14739	3	< 0.1%
Other values (9312)	9756	99.6%

Minimum 5 values

Value	Count	Frequency (%)
-12.458	1	< 0.1%
-9.2981	1	< 0.1%
-5.9655	1	< 0.1%
-4.2407	1	< 0.1%
-4.0506	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
50.266	1	< 0.1%
38.618	1	< 0.1%
20.482	1	< 0.1%
9.8037	1	< 0.1%
3.1233	1	< 0.1%

X19
Numeric

Distinct count	9356
Unique (%)	95.5%
Missing (%)	0.2%
Missing (n)	21
Infinite (%)	0.0%
Infinite (n)	0

Mean	-0.0190805224
Minimum	-1578.7
Maximum	1082.6
Zeros (%)	0.1%

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Quantile statistics

Minimum	-1578.7
5-th percentile	-0.203195
Q1	0.00193685
Median	0.030967
Q3	0.083315
95-th percentile	0.22528
Maximum	1082.6
Range	2661.3
Interquartile range	0.08137815

Descriptive statistics

Standard deviation	25.58361262
Coef of variation	-1340.823489
Kurtosis	2296.883175
Mean	-0.0190805224
MAD	0.867406255
Skewness	-12.35658661
Sum	-186.4357844
Variance	654.5212348
Memory size	76.6 KiB

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	8	0.1%
0.025721	4	< 0.1%
0.074148	3	< 0.1%
0.11313	3	< 0.1%
0.026124	3	< 0.1%
0.1657	3	< 0.1%
0.10867	3	< 0.1%
0.011069	3	< 0.1%
0.10491	3	< 0.1%
0.11535	3	< 0.1%
Other values (9345)	9735	99.4%
(Missing)	21	0.2%

Minimum 5 values

Value	Count	Frequency (%)
-1578.7	1	< 0.1%
-788.11	1	< 0.1%
-668.5	1	< 0.1%
-186	1	< 0.1%
-67.739	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
1082.6	2	< 0.1%
497.02	1	< 0.1%
305.5	1	< 0.1%
261.84	1	< 0.1%
129.02	1	< 0.1%

X2
Numeric

Distinct count	9163
Unique (%)	93.6%
Missing (%)	< 0.1%
Missing (n)	1
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.5964038159
Minimum	0
Maximum	446.91
Zeros (%)	0.2%

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Quantile statistics

Minimum	0
5-th percentile	0.0717945
Q1	0.263145
Median	0.46774
Q3	0.689255
95-th percentile	1.0704
Maximum	446.91
Range	446.91
Interquartile range	0.42611

Descriptive statistics

Standard deviation	4.587121655
Coef of variation	7.691301654
Kurtosis	9157.579393
Mean	0.5964038159
MAD	0.360655398
Skewness	94.23602939
Sum	5839.389761
Variance	21.04168508
Memory size	76.6 KiB

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	18	0.2%
0.35808	5	0.1%
0.30611	4	< 0.1%
0.23485	4	< 0.1%
0.27403	3	< 0.1%
0.57879	3	< 0.1%
0.2128	3	< 0.1%
0.47194	3	< 0.1%
0.18246	3	< 0.1%
0.77723	3	< 0.1%
Other values (9152)	9742	99.5%

Minimum 5 values

Value	Count	Frequency (%)
0	18	0.2%
1.8794e-05	1	< 0.1%
3.6837e-05	1	< 0.1%
3.8651e-05	1	< 0.1%
5.1095e-05	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
446.91	1	< 0.1%
40.157	1	< 0.1%
25.431	1	< 0.1%
25.005	1	< 0.1%
20.403	1	< 0.1%

X20
Numeric

Distinct count	8653
Unique (%)	88.4%
Missing (%)	0.2%
Missing (n)	21
Infinite (%)	0.0%
Infinite (n)	0

Mean	62.70458879
Minimum	0
Maximum	26606
Zeros (%)	6.1%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	15.2445
Median	35.657
Q3	65.6675
95-th percentile	152.475
Maximum	26606
Range	26606
Interquartile range	50.423

Descriptive statistics

Standard deviation	377.2041569
Coef of variation	6.015575002
Kurtosis	2938.738832
Mean	62.70458879
MAD	54.23045673
Skewness	48.70550707
Sum	612686.5371
Variance	142282.976
Memory size	76.6 KiB

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	599	6.1%
10.325	5	0.1%
123.71	3	< 0.1%
34.293	3	< 0.1%
78.747	3	< 0.1%
44.889	3	< 0.1%
0.86347	3	< 0.1%
50.095	3	< 0.1%
23.701	3	< 0.1%
56.951	3	< 0.1%
Other values (8642)	9143	93.4%
(Missing)	21	0.2%

Minimum 5 values

Value	Count	Frequency (%)
0	599	6.1%
0.0014509	1	< 0.1%
0.0022594	1	< 0.1%
0.010256	1	< 0.1%
0.011615	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
26606	1	< 0.1%
15617	1	< 0.1%
10620	1	< 0.1%
9444.6	1	< 0.1%
7695.3	1	< 0.1%

X21
Numeric

Distinct count	7113
Unique (%)	72.6%
Missing (%)	1.6%
Missing (n)	158
Infinite (%)	0.0%
Infinite (n)	0

Mean	1.218724018
Minimum	-1.1463
Maximum	396.16
Zeros (%)	0.1%

Toggle details

Quantile statistics

Minimum	-1.1463
5-th percentile	0.6300395
Q1	0.920125
Median	1.0457
Q3	1.208925
95-th percentile	1.694335
Maximum	396.16
Range	397.3063
Interquartile range	0.2888

Descriptive statistics

Standard deviation	5.930840077
Coef of variation	4.866434065
Kurtosis	3330.108418
Mean	1.218724018
MAD	0.4067636526
Skewness	56.55562556
Sum	11741.18719
Variance	35.17486402
Memory size	76.6 KiB

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
1	17	0.2%
0	9	0.1%
1.0989	8	0.1%
1.0236	8	0.1%
1.0705	8	0.1%
1.0223	8	0.1%
1.0765	7	0.1%
1.0387	7	0.1%
1.0435	7	0.1%
1.1181	7	0.1%
Other values (7102)	9548	97.5%
(Missing)	158	1.6%

Minimum 5 values

Value	Count	Frequency (%)
-1.1463	1	< 0.1%
-0.39667	1	< 0.1%
0	9	0.1%
3.4903e-05	1	< 0.1%
0.00041499	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
396.16	1	< 0.1%
311.15	1	< 0.1%
280.94	1	< 0.1%
69.128	1	< 0.1%
34.858	1	< 0.1%

X22
Highly correlated

This variable is highly correlated with X14 and should be ignored for analysis

Correlation	0.9019352339

X23
Highly correlated

This variable is highly correlated with X19 and should be ignored for analysis

Correlation	0.9947370951

X24
Numeric

Distinct count	9160
Unique (%)	93.5%
Missing (%)	2.2%
Missing (n)	211
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.2477417449
Minimum	-314.37
Maximum	400.59
Zeros (%)	0.2%

Toggle details

Quantile statistics

Minimum	-314.37
5-th percentile	-0.46025
Q1	0.0040491
Median	0.14915
Q3	0.3606
95-th percentile	0.8767
Maximum	400.59
Range	714.96
Interquartile range	0.3565509

Descriptive statistics

Standard deviation	8.268015175
Coef of variation	33.37352443
Kurtosis	1419.053859
Mean	0.2477417449
MAD	0.5737011587
Skewness	14.6067865
Sum	2373.613658
Variance	68.36007494
Memory size	76.6 KiB

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	16	0.2%
0.44318	3	< 0.1%
0.27976	3	< 0.1%
0.35872	3	< 0.1%
0.16594	3	< 0.1%
0.23445	3	< 0.1%
0.15342	3	< 0.1%
0.15548	3	< 0.1%
0.36352	3	< 0.1%
0.010318	3	< 0.1%
Other values (9149)	9538	97.4%
(Missing)	211	2.2%

Minimum 5 values

Value	Count	Frequency (%)
-314.37	1	< 0.1%
-289.12	1	< 0.1%
-152.3	1	< 0.1%
-59.556	1	< 0.1%
-38.571	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
400.59	1	< 0.1%
308.14	1	< 0.1%
299.18	1	< 0.1%
219.23	1	< 0.1%
182.81	1	< 0.1%

X25
Highly correlated

This variable is highly correlated with X10 and should be ignored for analysis

Correlation	0.9939824942

X26
Highly correlated

This variable is highly correlated with X16 and should be ignored for analysis

Correlation	0.9949878078

X27
Numeric

Distinct count	8234
Unique (%)	84.1%
Missing (%)	6.5%
Missing (n)	641
Infinite (%)	0.0%
Infinite (n)	0

Mean	1115.882762
Minimum	-259010
Maximum	2037300
Zeros (%)	6.8%

Toggle details

Quantile statistics

Minimum	-259010
5-th percentile	-10.6165
Q1	0
Median	1.0055
Q3	5.2361
95-th percentile	119.635
Maximum	2037300
Range	2296310
Interquartile range	5.2361

Descriptive statistics

Standard deviation	31439.37794
Coef of variation	28.17444538
Kurtosis	2531.059731
Mean	1115.882762
MAD	2386.534203
Skewness	46.33065301
Sum	10211443.16
Variance	988434485
Memory size	76.6 KiB

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	668	6.8%
-10	5	0.1%
1.0209	4	< 0.1%
8.6499	3	< 0.1%
1.1762	3	< 0.1%
5.4394	3	< 0.1%
1.1643	3	< 0.1%
5.5733	3	< 0.1%
26.207	3	< 0.1%
1.417	3	< 0.1%
Other values (8223)	8453	86.3%
(Missing)	641	6.5%

Minimum 5 values

Value	Count	Frequency (%)
-259010	1	< 0.1%
-194460	1	< 0.1%
-109340	1	< 0.1%
-93149	1	< 0.1%
-39827	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
2037300	1	< 0.1%
1311400	1	< 0.1%
1138500	1	< 0.1%
930220	1	< 0.1%
428150	1	< 0.1%

X28
Numeric

Distinct count	9199
Unique (%)	93.9%
Missing (%)	2.4%
Missing (n)	231
Infinite (%)	0.0%
Infinite (n)	0

Mean	6.725180035
Minimum	-990.02
Maximum	11864
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	-990.02
5-th percentile	-0.68704
Q1	0.035097
Median	0.47077
Q3	1.57
95-th percentile	11.852
Maximum	11864
Range	12854.02
Interquartile range	1.534903

Descriptive statistics

Standard deviation	147.9635742
Coef of variation	22.00142946
Kurtosis	4479.206177
Mean	6.725180035
MAD	12.07668008
Skewness	60.33864312
Sum	64299.44631
Variance	21893.21928
Memory size	76.6 KiB

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0.15734	3	< 0.1%
20.553	3	< 0.1%
0.07574	3	< 0.1%
1.3471	3	< 0.1%
3.5922	3	< 0.1%
2.1121	3	< 0.1%
2.2301	3	< 0.1%
2.6985	3	< 0.1%
1.2857	3	< 0.1%
1.0479	3	< 0.1%
Other values (9188)	9531	97.3%
(Missing)	231	2.4%

Minimum 5 values

Value	Count	Frequency (%)
-990.02	1	< 0.1%
-925.4	1	< 0.1%
-308.62	1	< 0.1%
-240.85	1	< 0.1%
-212.68	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
11864	1	< 0.1%
4783.1	1	< 0.1%
3269.4	1	< 0.1%
2508.2	1	< 0.1%
2340.3	1	< 0.1%

X29
Numeric

Distinct count	8223
Unique (%)	84.0%
Missing (%)	< 0.1%
Missing (n)	1
Infinite (%)	0.0%
Infinite (n)	0

Mean	3.946479449
Minimum	-0.44009
Maximum	9.6518
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	-0.44009
5-th percentile	2.4924
Q1	3.39845
Median	3.9764
Q3	4.49855
95-th percentile	5.355
Maximum	9.6518
Range	10.09189
Interquartile range	1.1001

Descriptive statistics

Standard deviation	0.8657137678
Coef of variation	0.2193635565
Kurtosis	0.6715570731
Mean	3.946479449
MAD	0.6758250825
Skewness	-0.09216803976
Sum	38639.98029
Variance	0.7494603277
Memory size	76.6 KiB

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
3.417	5	0.1%
3.7545	5	0.1%
3.6485	5	0.1%
3.5628	5	0.1%
4.0543	4	< 0.1%
3.7958	4	< 0.1%
4.0762	4	< 0.1%
3.6545	4	< 0.1%
4.0487	4	< 0.1%
4.5704	4	< 0.1%
Other values (8212)	9747	99.5%

Minimum 5 values

Value	Count	Frequency (%)
-0.44009	1	< 0.1%
-0.35655	1	< 0.1%
0.00085666	1	< 0.1%
0.0141	1	< 0.1%
0.21378	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
9.6518	1	< 0.1%
7.7384	1	< 0.1%
7.6009	1	< 0.1%
7.2973	1	< 0.1%
7.2073	1	< 0.1%

X3
Highly correlated

This variable is highly correlated with X25 and should be ignored for analysis

Correlation	0.9836612161

X30
Numeric

Distinct count	9245
Unique (%)	94.4%
Missing (%)	0.2%
Missing (n)	21
Infinite (%)	0.0%
Infinite (n)	0

Mean	5.35353109
Minimum	-4940
Maximum	29526
Zeros (%)	< 0.1%

Toggle details

Quantile statistics

Minimum	-4940
5-th percentile	-0.17487
Q1	0.08273
Median	0.22695
Q3	0.434085
95-th percentile	1.22925
Maximum	29526
Range	34466
Interquartile range	0.351355

Descriptive statistics

Standard deviation	340.9742682
Coef of variation	63.69147064
Kurtosis	5897.456343
Mean	5.35353109
MAD	12.8528855
Skewness	70.68294257
Sum	52309.35228
Variance	116263.4516
Memory size	76.6 KiB

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0.10267	4	< 0.1%
0.16575	4	< 0.1%
0.18491	4	< 0.1%
0.2374	4	< 0.1%
0.22211	4	< 0.1%
0.19132	3	< 0.1%
0.1044	3	< 0.1%
0.23072	3	< 0.1%
0.14369	3	< 0.1%
-0.044341	3	< 0.1%
Other values (9234)	9736	99.4%
(Missing)	21	0.2%

Minimum 5 values

Value	Count	Frequency (%)
-4940	2	< 0.1%
-1055.9	1	< 0.1%
-976.46	1	< 0.1%
-765.99	1	< 0.1%
-486.16	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
29526	1	< 0.1%
10585	1	< 0.1%
8518.8	1	< 0.1%
4075.4	1	< 0.1%
2278.5	1	< 0.1%

X31
Highly correlated

This variable is highly correlated with X23 and should be ignored for analysis

Correlation	0.9841929148

X32
Numeric

Distinct count	8925
Unique (%)	91.1%
Missing (%)	1.0%
Missing (n)	96
Infinite (%)	0.0%
Infinite (n)	0

Mean	341.6251244
Minimum	0
Maximum	385590
Zeros (%)	0.4%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	17.8155
Q1	47.22275
Median	80.8845
Q3	133.2025
95-th percentile	338.715
Maximum	385590
Range	385590
Interquartile range	85.97975

Descriptive statistics

Standard deviation	6145.604519
Coef of variation	17.98932245
Kurtosis	2448.958543
Mean	341.6251244
MAD	473.9463224
Skewness	45.54528428
Sum	3312397.206
Variance	37768454.9
Memory size	76.6 KiB

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	43	0.4%
102.88	5	0.1%
107.49	4	< 0.1%
101.21	4	< 0.1%
69.024	3	< 0.1%
119.86	3	< 0.1%
124.42	3	< 0.1%
126.56	3	< 0.1%
151.26	3	< 0.1%
135.26	3	< 0.1%
Other values (8914)	9622	98.3%
(Missing)	96	1.0%

Minimum 5 values

Value	Count	Frequency (%)
0	43	0.4%
0.033289	1	< 0.1%
0.065954	1	< 0.1%
0.10064	1	< 0.1%
0.42385	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
385590	1	< 0.1%
318310	1	< 0.1%
141510	2	< 0.1%
138180	1	< 0.1%
123530	1	< 0.1%

X33
Numeric

Distinct count	9094
Unique (%)	92.9%
Missing (%)	0.4%
Missing (n)	43
Infinite (%)	0.0%
Infinite (n)	0

Mean	8.445313086
Minimum	0
Maximum	5534.1
Zeros (%)	0.8%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0.965994
Q1	2.7023
Median	4.4679
Q3	7.6271
95-th percentile	19.3748
Maximum	5534.1
Range	5534.1
Interquartile range	4.9248

Descriptive statistics

Standard deviation	69.69018347
Coef of variation	8.251936046
Kurtosis	4804.975417
Mean	8.445313086
MAD	7.179821705
Skewness	66.0257814
Sum	82333.35728
Variance	4856.721672
Memory size	76.6 KiB

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	74	0.8%
2.8005	3	< 0.1%
11.705	3	< 0.1%
3.5505	3	< 0.1%
1.4278	3	< 0.1%
4.9976	3	< 0.1%
2.4664	3	< 0.1%
3.8997	3	< 0.1%
2.5299	3	< 0.1%
5.288	3	< 0.1%
Other values (9083)	9648	98.5%
(Missing)	43	0.4%

Minimum 5 values

Value	Count	Frequency (%)
0	74	0.8%
1.1308e-05	1	< 0.1%
0.0009466	1	< 0.1%
0.0011467	1	< 0.1%
0.0025793	2	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
5534.1	1	< 0.1%
3626.9	1	< 0.1%
861.16	1	< 0.1%
756.5	1	< 0.1%
670.05	1	< 0.1%

X34
Highly correlated

This variable is highly correlated with X33 and should be ignored for analysis

Correlation	0.9423148929

X35
Highly correlated

This variable is highly correlated with X22 and should be ignored for analysis

Correlation	0.9367083025

X36
Numeric

Distinct count	8655
Unique (%)	88.4%
Missing (%)	< 0.1%
Missing (n)	1
Infinite (%)	0.0%
Infinite (n)	0

Mean	2.07726051
Minimum	-1.4332e-05
Maximum	1704.8
Zeros (%)	< 0.1%

Toggle details

Quantile statistics

Minimum	-1.4332e-05
5-th percentile	0.42068
Q1	1.0309
Median	1.5594
Q3	2.28425
95-th percentile	4.2509
Maximum	1704.8
Range	1704.800014
Interquartile range	1.25335

Descriptive statistics

Standard deviation	17.34161472
Coef of variation	8.348310014
Kurtosis	9496.698736
Mean	2.07726051
MAD	1.21409015
Skewness	96.7486044
Sum	20338.45765
Variance	300.731601
Memory size	76.6 KiB

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
1.0715	5	0.1%
1.8421	5	0.1%
1.653	4	< 0.1%
1.6644	4	< 0.1%
1.5844	4	< 0.1%
1.2183	4	< 0.1%
1.021	4	< 0.1%
1.0768	4	< 0.1%
0	4	< 0.1%
1.6174	4	< 0.1%
Other values (8644)	9749	99.6%

Minimum 5 values

Value	Count	Frequency (%)
-1.4332e-05	1	< 0.1%
0	4	< 0.1%
2.5726e-05	1	< 0.1%
2.6106e-05	1	< 0.1%
4.0141e-05	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
1704.8	1	< 0.1%
101.87	1	< 0.1%
90.978	1	< 0.1%
45.361	1	< 0.1%
38.154	1	< 0.1%

X37
Numeric

Distinct count	5167
Unique (%)	52.8%
Missing (%)	45.4%
Missing (n)	4442
Infinite (%)	0.0%
Infinite (n)	0

Mean	70.65987739
Minimum	-3.715
Maximum	24487
Zeros (%)	< 0.1%

Toggle details

Quantile statistics

Minimum	-3.715
5-th percentile	0.245187
Q1	1.09705
Median	3.1104
Q3	12.23975
95-th percentile	160.8225
Maximum	24487
Range	24490.715
Interquartile range	11.1427

Descriptive statistics

Standard deviation	621.3112922
Coef of variation	8.792985711
Kurtosis	733.6184628
Mean	70.65987739
MAD	114.6774042
Skewness	23.70329592
Sum	378030.344
Variance	386027.7218
Memory size	76.6 KiB

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	3	< 0.1%
1.4359	3	< 0.1%
0.87107	3	< 0.1%
11.757	3	< 0.1%
9.2444	2	< 0.1%
1.2921	2	< 0.1%
1350.9	2	< 0.1%
4.8238	2	< 0.1%
15.994	2	< 0.1%
13.518	2	< 0.1%
Other values (5156)	5326	54.4%
(Missing)	4442	45.4%

Minimum 5 values

Value	Count	Frequency (%)
-3.715	1	< 0.1%
-0.17072	1	< 0.1%
0	3	< 0.1%
0.0008429	1	< 0.1%
0.0026526	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
24487	1	< 0.1%
18531	1	< 0.1%
17071	1	< 0.1%
9608.1	1	< 0.1%
8210.5	1	< 0.1%

X38
Highly correlated

This variable is highly correlated with X3 and should be ignored for analysis

Correlation	0.9933965416

X39
Numeric

Distinct count	9354
Unique (%)	95.5%
Missing (%)	0.2%
Missing (n)	21
Infinite (%)	0.0%
Infinite (n)	0

Mean	-1.07257781
Minimum	-7522
Maximum	112.02
Zeros (%)	0.5%

Toggle details

Quantile statistics

Minimum	-7522
5-th percentile	-0.20908
Q1	0.000686665
Median	0.030427
Q3	0.0808555
95-th percentile	0.21635
Maximum	112.02
Range	7634.02
Interquartile range	0.080168835

Descriptive statistics

Standard deviation	77.05676212
Coef of variation	-71.84258467
Kurtosis	9292.586877
Mean	-1.07257781
MAD	2.216592196
Skewness	-95.36281585
Sum	-10480.15778
Variance	5937.744589
Memory size	76.6 KiB

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	51	0.5%
0.030966	4	< 0.1%
0.038717	3	< 0.1%
-0.11448	3	< 0.1%
0.16441	3	< 0.1%
0.07936	3	< 0.1%
0.12274	3	< 0.1%
0.0073766	3	< 0.1%
0.13899	3	< 0.1%
0.11715	3	< 0.1%
Other values (9343)	9692	99.0%
(Missing)	21	0.2%

Minimum 5 values

Value	Count	Frequency (%)
-7522	1	< 0.1%
-648.8	1	< 0.1%
-604.24	1	< 0.1%
-553.13	1	< 0.1%
-477.1	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
112.02	1	< 0.1%
13.851	1	< 0.1%
4.1136	1	< 0.1%
2.7115	1	< 0.1%
2.5946	1	< 0.1%

X4
Numeric

Distinct count	8704
Unique (%)	88.9%
Missing (%)	0.4%
Missing (n)	43
Infinite (%)	0.0%
Infinite (n)	0

Mean	8.136600091
Minimum	-0.045319
Maximum	27146
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	-0.045319
5-th percentile	0.475022
Q1	1.047
Median	1.5918
Q3	2.8804
95-th percentile	9.8145
Maximum	27146
Range	27146.04532
Interquartile range	1.8334

Descriptive statistics

Standard deviation	290.6472807
Coef of variation	35.72097405
Kurtosis	7866.6187
Mean	8.136600091
MAD	11.47983234
Skewness	86.06915281
Sum	79323.71428
Variance	84475.84177
Memory size	76.6 KiB

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
1.4828	5	0.1%
1.4654	5	0.1%
1.0515	4	< 0.1%
1.5739	4	< 0.1%
1.485	4	< 0.1%
1.0265	4	< 0.1%
1.2454	4	< 0.1%
1.5529	4	< 0.1%
4.3319	4	< 0.1%
1.7282	4	< 0.1%
Other values (8693)	9707	99.1%
(Missing)	43	0.4%

Minimum 5 values

Value	Count	Frequency (%)
-0.045319	1	< 0.1%
0.0020229	1	< 0.1%
0.0022376	1	< 0.1%
0.004717	1	< 0.1%
0.016855	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
27146	1	< 0.1%
8199.1	1	< 0.1%
3848.3	1	< 0.1%
1159.6	1	< 0.1%
854.49	1	< 0.1%

X40
Numeric

Distinct count	9329
Unique (%)	95.3%
Missing (%)	0.4%
Missing (n)	43
Infinite (%)	0.0%
Infinite (n)	0

Mean	3.064235121
Minimum	-8.8333
Maximum	8007.1
Zeros (%)	0.1%

Toggle details

Quantile statistics

Minimum	-8.8333
5-th percentile	0.0090252
Q1	0.051234
Median	0.1825
Q3	0.66648
95-th percentile	4.41338
Maximum	8007.1
Range	8015.9333
Interquartile range	0.615246

Descriptive statistics

Standard deviation	87.91698882
Coef of variation	28.69133253
Kurtosis	7106.693967
Mean	3.064235121
MAD	4.949681353
Skewness	80.15908074
Sum	29873.22819
Variance	7729.396922
Memory size	76.6 KiB

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	8	0.1%
0.11	5	0.1%
0.2006	4	< 0.1%
0.02374	3	< 0.1%
0.10505	3	< 0.1%
0.065092	3	< 0.1%
0.12013	3	< 0.1%
0.16143	3	< 0.1%
0.11881	3	< 0.1%
0.11501	3	< 0.1%
Other values (9318)	9711	99.2%
(Missing)	43	0.4%

Minimum 5 values

Value	Count	Frequency (%)
-8.8333	1	< 0.1%
-6.8769	1	< 0.1%
-0.69225	1	< 0.1%
-0.59748	1	< 0.1%
-0.1585	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
8007.1	1	< 0.1%
2028.5	1	< 0.1%
1972.9	1	< 0.1%
1076.9	1	< 0.1%
703.95	1	< 0.1%

X41
Numeric

Distinct count	9126
Unique (%)	93.2%
Missing (%)	1.9%
Missing (n)	187
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.9689020591
Minimum	-1086.8
Maximum	3443.4
Zeros (%)	0.2%

Toggle details

Quantile statistics

Minimum	-1086.8
5-th percentile	-0.390292
Q1	0.025029
Median	0.089499
Q3	0.21598
95-th percentile	1.06456
Maximum	3443.4
Range	4530.2
Interquartile range	0.190951

Descriptive statistics

Standard deviation	41.19168113
Coef of variation	42.51377189
Kurtosis	5181.567204
Mean	0.9689020591
MAD	2.349514667
Skewness	60.62886605
Sum	9306.304277
Variance	1696.754594
Memory size	76.6 KiB

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	19	0.2%
0.13932	4	< 0.1%
0.12663	4	< 0.1%
0.12598	3	< 0.1%
0.10663	3	< 0.1%
0.10598	3	< 0.1%
0.23264	3	< 0.1%
0.10976	3	< 0.1%
0.14854	3	< 0.1%
0.1454	3	< 0.1%
Other values (9115)	9557	97.6%
(Missing)	187	1.9%

Minimum 5 values

Value	Count	Frequency (%)
-1086.8	1	< 0.1%
-733.86	1	< 0.1%
-165.92	1	< 0.1%
-151.01	1	< 0.1%
-125.96	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
3443.4	1	< 0.1%
896.63	1	< 0.1%
726.99	1	< 0.1%
539.09	1	< 0.1%
489.28	1	< 0.1%

X42
Numeric

Distinct count	8530
Unique (%)	87.1%
Missing (%)	0.2%
Missing (n)	21
Infinite (%)	0.0%
Infinite (n)	0

Mean	-0.3714792798
Minimum	-719.8
Maximum	160.11
Zeros (%)	9.1%

Toggle details

Quantile statistics

Minimum	-719.8
5-th percentile	-0.168535
Q1	0
Median	0.032384
Q3	0.081628
95-th percentile	0.214475
Maximum	160.11
Range	879.91
Interquartile range	0.081628

Descriptive statistics

Standard deviation	14.17489615
Coef of variation	-38.15797252
Kurtosis	1821.982407
Mean	-0.3714792798
MAD	0.8935858168
Skewness	-40.35845415
Sum	-3629.724043
Variance	200.9276809
Memory size	76.6 KiB

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	892	9.1%
0.030966	4	< 0.1%
0.0066296	3	< 0.1%
0.054078	3	< 0.1%
0.081469	3	< 0.1%
0.12574	3	< 0.1%
0.14418	3	< 0.1%
0.2049	3	< 0.1%
0.052353	3	< 0.1%
0.043321	3	< 0.1%
Other values (8519)	8851	90.4%
(Missing)	21	0.2%

Minimum 5 values

Value	Count	Frequency (%)
-719.8	1	< 0.1%
-676.91	1	< 0.1%
-648.8	1	< 0.1%
-459.74	1	< 0.1%
-302	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
160.11	1	< 0.1%
100.15	1	< 0.1%
45.435	1	< 0.1%
15.915	1	< 0.1%
12.826	1	< 0.1%

X43
Numeric

Distinct count	8657
Unique (%)	88.4%
Missing (%)	0.2%
Missing (n)	21
Infinite (%)	0.0%
Infinite (n)	0

Mean	735.6944029
Minimum	-115870
Maximum	3020000
Zeros (%)	0.3%

Toggle details

Quantile statistics

Minimum	-115870
5-th percentile	28.2535
Q1	68.901
Median	103.48
Q3	148.105
95-th percentile	287.745
Maximum	3020000
Range	3135870
Interquartile range	79.204

Descriptive statistics

Standard deviation	32837.05085
Coef of variation	44.63409089
Kurtosis	7366.49655
Mean	735.6944029
MAD	1241.950672
Skewness	82.05573159
Sum	7188470.011
Variance	1078271908
Memory size	76.6 KiB

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	27	0.3%
106.22	6	0.1%
116.64	5	0.1%
103.76	5	0.1%
101.32	5	0.1%
109.89	5	0.1%
146.24	4	< 0.1%
134.44	4	< 0.1%
110.56	4	< 0.1%
150.33	4	< 0.1%
Other values (8646)	9702	99.1%
(Missing)	21	0.2%

Minimum 5 values

Value	Count	Frequency (%)
-115870	1	< 0.1%
0	27	0.3%
0.0033796	1	< 0.1%
0.051242	1	< 0.1%
0.093879	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
3020000	1	< 0.1%
746760	1	< 0.1%
651840	1	< 0.1%
449250	1	< 0.1%
414340	1	< 0.1%

X44
Highly correlated

This variable is highly correlated with X43 and should be ignored for analysis

Correlation	0.9999342799

X45
Numeric

Distinct count	8834
Unique (%)	90.2%
Missing (%)	6.3%
Missing (n)	613
Infinite (%)	0.0%
Infinite (n)	0

Mean	5.45802352
Minimum	-2834.9
Maximum	10337
Zeros (%)	0.4%

Toggle details

Quantile statistics

Minimum	-2834.9
5-th percentile	-1.74345
Q1	0.0101315
Median	0.23256
Q3	0.8161
95-th percentile	5.27456
Maximum	10337
Range	13171.9
Interquartile range	0.8059685

Descriptive statistics

Standard deviation	186.4146167
Coef of variation	34.15423477
Kurtosis	2305.950374
Mean	5.45802352
MAD	12.57240424
Skewness	44.45412253
Sum	50099.19789
Variance	34750.40932
Memory size	76.6 KiB

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	44	0.4%
1.1925	4	< 0.1%
1.3446	3	< 0.1%
1.2802	3	< 0.1%
0.10381	3	< 0.1%
0.13431	3	< 0.1%
0.52646	3	< 0.1%
1.3196	3	< 0.1%
1.9625	3	< 0.1%
0.4172	3	< 0.1%
Other values (8823)	9107	93.0%
(Missing)	613	6.3%

Minimum 5 values

Value	Count	Frequency (%)
-2834.9	1	< 0.1%
-1533.8	1	< 0.1%
-1191.6	1	< 0.1%
-784.52	1	< 0.1%
-351.1	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
10337	2	< 0.1%
6753	1	< 0.1%
4493.6	1	< 0.1%
3863.4	1	< 0.1%
1683.1	1	< 0.1%

X46
Highly correlated

This variable is highly correlated with X4 and should be ignored for analysis

Correlation	0.999948176

X47
Numeric

Distinct count	8647
Unique (%)	88.3%
Missing (%)	0.7%
Missing (n)	73
Infinite (%)	0.0%
Infinite (n)	0

Mean	112.9897006
Minimum	-3.6307
Maximum	140990
Zeros (%)	6.2%

Toggle details

Quantile statistics

Minimum	-3.6307
5-th percentile	0
Q1	15.836
Median	38.482
Q3	70.936
95-th percentile	170.787
Maximum	140990
Range	140993.6307
Interquartile range	55.1

Descriptive statistics

Standard deviation	1993.125597
Coef of variation	17.63988742
Kurtosis	3151.291465
Mean	112.9897006
MAD	133.3889728
Skewness	52.18426409
Sum	1098146.9
Variance	3972549.645
Memory size	76.6 KiB

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	603	6.2%
114.84	4	< 0.1%
21.543	3	< 0.1%
100.13	3	< 0.1%
35.276	3	< 0.1%
10.521	3	< 0.1%
10.061	3	< 0.1%
120.39	3	< 0.1%
122.58	3	< 0.1%
50.686	3	< 0.1%
Other values (8636)	9088	92.8%
(Missing)	73	0.7%

Minimum 5 values

Value	Count	Frequency (%)
-3.6307	1	< 0.1%
-0.18119	1	< 0.1%
-0.071595	1	< 0.1%
-0.051792	1	< 0.1%
-0.0028955	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
140990	1	< 0.1%
89802	1	< 0.1%
56170	1	< 0.1%
54307	1	< 0.1%
43170	1	< 0.1%

X48
Numeric

Distinct count	9230
Unique (%)	94.3%
Missing (%)	< 0.1%
Missing (n)	1
Infinite (%)	0.0%
Infinite (n)	0

Mean	-0.002369751972
Minimum	-13.815
Maximum	33.535
Zeros (%)	2.2%

Toggle details

Quantile statistics

Minimum	-13.815
5-th percentile	-0.307915
Q1	-0.047398
Median	0.0069904
Q3	0.084418
95-th percentile	0.28608
Maximum	33.535
Range	47.35
Interquartile range	0.131816

Descriptive statistics

Standard deviation	0.5254671715
Coef of variation	-221.7393119
Kurtosis	1830.039536
Mean	-0.002369751972
MAD	0.1467330268
Skewness	25.33432634
Sum	-23.20224155
Variance	0.2761157483
Memory size	76.6 KiB

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	213	2.2%
0.1222	5	0.1%
0.11146	4	< 0.1%
0.12065	3	< 0.1%
0.13869	3	< 0.1%
0.14185	3	< 0.1%
-0.10952	3	< 0.1%
-0.062537	3	< 0.1%
-0.02792	3	< 0.1%
-0.016125	3	< 0.1%
Other values (9219)	9548	97.5%

Minimum 5 values

Value	Count	Frequency (%)
-13.815	1	< 0.1%
-8.9667	1	< 0.1%
-8.7827	1	< 0.1%
-5.1854	1	< 0.1%
-4.7667	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
33.535	1	< 0.1%
13.86	1	< 0.1%
9.8134	1	< 0.1%
5.8232	1	< 0.1%
2.9103	1	< 0.1%

X49
Numeric

Distinct count	9248
Unique (%)	94.4%
Missing (%)	0.2%
Missing (n)	21
Infinite (%)	0.0%
Infinite (n)	0

Mean	-0.5172216263
Minimum	-837.86
Maximum	107.68
Zeros (%)	2.2%

Toggle details

Quantile statistics

Minimum	-837.86
5-th percentile	-0.317055
Q1	-0.0353855
Median	0.0046436
Q3	0.051082
95-th percentile	0.17657
Maximum	107.68
Range	945.54
Interquartile range	0.0864675

Descriptive statistics

Standard deviation	15.73709805
Coef of variation	-30.42621818
Kurtosis	1699.12692
Mean	-0.5172216263
MAD	1.054035363
Skewness	-39.19660551
Sum	-5053.772511
Variance	247.656255
Memory size	76.6 KiB

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	213	2.2%
0.066062	3	< 0.1%
0.053488	3	< 0.1%
0.18151	3	< 0.1%
0.10084	3	< 0.1%
-0.11987	3	< 0.1%
0.10128	3	< 0.1%
0.015712	3	< 0.1%
0.23535	3	< 0.1%
-0.10039	3	< 0.1%
Other values (9237)	9531	97.3%
(Missing)	21	0.2%

Minimum 5 values

Value	Count	Frequency (%)
-837.86	1	< 0.1%
-676.91	1	< 0.1%
-649.16	1	< 0.1%
-515.27	1	< 0.1%
-470.74	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
107.68	1	< 0.1%
15.155	1	< 0.1%
12.826	1	< 0.1%
7.2764	1	< 0.1%
6.6898	1	< 0.1%

X5
Numeric

Distinct count	9503
Unique (%)	97.0%
Missing (%)	0.2%
Missing (n)	21
Infinite (%)	0.0%
Infinite (n)	0

Mean	64.65163596
Minimum	-379460
Maximum	1034100
Zeros (%)	0.2%

Toggle details

Quantile statistics

Minimum	-379460
5-th percentile	-347.51
Q1	-51.217
Median	-0.055576
Q3	55.732
95-th percentile	395.205
Maximum	1034100
Range	1413560
Interquartile range	106.949

Descriptive statistics

Standard deviation	14759.38948
Coef of variation	228.2910441
Kurtosis	3149.163915
Mean	64.65163596
MAD	804.2902478
Skewness	43.8357539
Sum	631711.135
Variance	217839577.7
Memory size	76.6 KiB

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	16	0.2%
-134.42	3	< 0.1%
53.924	3	< 0.1%
196.57	3	< 0.1%
-136.92	3	< 0.1%
-154.13	3	< 0.1%
102.17	3	< 0.1%
-35.034	2	< 0.1%
-44.229	2	< 0.1%
-21.04	2	< 0.1%
Other values (9492)	9731	99.4%
(Missing)	21	0.2%

Minimum 5 values

Value	Count	Frequency (%)
-379460	1	< 0.1%
-352830	1	< 0.1%
-228990	1	< 0.1%
-139260	1	< 0.1%
-119710	2	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
1034100	1	< 0.1%
724550	1	< 0.1%
161960	1	< 0.1%
155870	1	< 0.1%
110960	1	< 0.1%

X50
Highly correlated

This variable is highly correlated with X46 and should be ignored for analysis

Correlation	0.9945594756

X51
Highly correlated

This variable is highly correlated with X2 and should be ignored for analysis

Correlation	0.9923028924

X52
Highly correlated

This variable is highly correlated with X32 and should be ignored for analysis

Correlation	0.991369279

X53
Numeric

Distinct count	8846
Unique (%)	90.3%
Missing (%)	2.4%
Missing (n)	231
Infinite (%)	0.0%
Infinite (n)	0

Mean	6.114680893
Minimum	-1033.7
Maximum	4784.1
Zeros (%)	< 0.1%

Toggle details

Quantile statistics

Minimum	-1033.7
5-th percentile	-0.1347
Q1	0.6849
Median	1.2118
Q3	2.2742
95-th percentile	11.622
Maximum	4784.1
Range	5817.8
Interquartile range	1.5893

Descriptive statistics

Standard deviation	90.19053357
Coef of variation	14.74983489
Kurtosis	1353.279699
Mean	6.114680893
MAD	10.0337034
Skewness	32.9053982
Sum	58462.46402
Variance	8134.332345
Memory size	76.6 KiB

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
1.3586	4	< 0.1%
1.2569	4	< 0.1%
1.4672	4	< 0.1%
1.2084	4	< 0.1%
2.1403	4	< 0.1%
1.0813	4	< 0.1%
1.8135	4	< 0.1%
1.3959	3	< 0.1%
1.5743	3	< 0.1%
1.2383	3	< 0.1%
Other values (8835)	9524	97.3%
(Missing)	231	2.4%

Minimum 5 values

Value	Count	Frequency (%)
-1033.7	1	< 0.1%
-953.82	1	< 0.1%
-548.4	1	< 0.1%
-243.45	1	< 0.1%
-225.31	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
4784.1	1	< 0.1%
3270.4	1	< 0.1%
3172.3	1	< 0.1%
2509.2	1	< 0.1%
2341.3	1	< 0.1%

X54
Highly correlated

This variable is highly correlated with X28 and should be ignored for analysis

Correlation	0.9987279629

X55
Numeric

Distinct count	9467
Unique (%)	96.7%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	7686.329947
Minimum	-713220
Maximum	6123700
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	-713220
5-th percentile	-5479.04
Q1	21.84
Median	950.33
Q3	4694.55
95-th percentile	34900.7
Maximum	6123700
Range	6836920
Interquartile range	4672.71

Descriptive statistics

Standard deviation	76052.6077
Coef of variation	9.894528107
Kurtosis	4306.055387
Mean	7686.329947
MAD	14216.96851
Skewness	55.45605287
Sum	75264542.84
Variance	5783999138
Memory size	76.6 KiB

Histogram with fixed size bins (bins=8)

Histogram with variable size bins (bins=[-713220. -266635. -96393. -34392. -20747. ... 129505. 229435. 414630. 964975. 6123700.], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
4894.9	3	< 0.1%
8898	3	< 0.1%
104.94	3	< 0.1%
-16152	3	< 0.1%
1.4654	3	< 0.1%
593	3	< 0.1%
160	3	< 0.1%
343.48	3	< 0.1%
1784.4	3	< 0.1%
13854	3	< 0.1%
Other values (9457)	9762	99.7%

Minimum 5 values

Value	Count	Frequency (%)
-713220	1	< 0.1%
-504580	1	< 0.1%
-356320	1	< 0.1%
-339050	1	< 0.1%
-318690	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
6123700	1	< 0.1%
1406500	1	< 0.1%
1355800	1	< 0.1%
1076400	1	< 0.1%
853550	1	< 0.1%

X56
Highly correlated

This variable is highly correlated with X39 and should be ignored for analysis

Correlation	0.999295389

X57
Numeric

Distinct count	9240
Unique (%)	94.4%
Missing (%)	< 0.1%
Missing (n)	1
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.03502162848
Minimum	-597.42
Maximum	226.76
Zeros (%)	1.1%

Toggle details

Quantile statistics

Minimum	-597.42
5-th percentile	-0.471855
Q1	0.00876775
Median	0.098026
Q3	0.24268
95-th percentile	0.76904
Maximum	226.76
Range	824.18
Interquartile range	0.23391225

Descriptive statistics

Standard deviation	8.94536495
Coef of variation	255.4240147
Kurtosis	2966.76147
Mean	0.03502162848
MAD	0.6454872549
Skewness	-45.61710532
Sum	342.8967645
Variance	80.01955409
Memory size	76.6 KiB

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	105	1.1%
0.11243	4	< 0.1%
0.13315	3	< 0.1%
0.13189	3	< 0.1%
0.2919	3	< 0.1%
0.2028	3	< 0.1%
0.15652	3	< 0.1%
0.0031826	3	< 0.1%
0.12339	3	< 0.1%
0.22543	3	< 0.1%
Other values (9229)	9658	98.6%

Minimum 5 values

Value	Count	Frequency (%)
-597.42	1	< 0.1%
-481.31	1	< 0.1%
-190.53	1	< 0.1%
-150.68	1	< 0.1%
-66.619	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
226.76	1	< 0.1%
118.69	1	< 0.1%
110.47	1	< 0.1%
72.368	1	< 0.1%
65.637	1	< 0.1%

X58
Numeric

Distinct count	7717
Unique (%)	78.8%
Missing (%)	0.2%
Missing (n)	16
Infinite (%)	0.0%
Infinite (n)	0

Mean	1.133287273
Minimum	-30.892
Maximum	668.75
Zeros (%)	0.1%

Toggle details

Quantile statistics

Minimum	-30.892
5-th percentile	0.61624
Q1	0.8857225
Median	0.958305
Q3	0.9961625
95-th percentile	1.1771
Maximum	668.75
Range	699.642
Interquartile range	0.11044

Descriptive statistics

Standard deviation	8.038201103
Coef of variation	7.092818647
Kurtosis	5101.879894
Mean	1.133287273
MAD	0.4349617984
Skewness	66.37566702
Sum	11079.01638
Variance	64.61267698
Memory size	76.6 KiB

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	9	0.1%
1.0006	7	0.1%
1.0048	7	0.1%
1.0028	7	0.1%
1.0263	6	0.1%
1.0041	6	0.1%
1.0195	6	0.1%
1.0113	6	0.1%
1.039	6	0.1%
1.0003	6	0.1%
Other values (7706)	9710	99.2%
(Missing)	16	0.2%

Minimum 5 values

Value	Count	Frequency (%)
-30.892	1	< 0.1%
-0.086331	1	< 0.1%
-0.078964	1	< 0.1%
-0.041292	1	< 0.1%
-0.018025	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
668.75	1	< 0.1%
286.02	1	< 0.1%
202.47	1	< 0.1%
187	1	< 0.1%
83.845	1	< 0.1%

X59
Numeric

Distinct count	5171
Unique (%)	52.8%
Missing (%)	< 0.1%
Missing (n)	1
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.8560533817
Minimum	-284.38
Maximum	1661
Zeros (%)	45.4%

Toggle details

Quantile statistics

Minimum	-284.38
5-th percentile	0
Q1	0
Median	0.0021293
Q3	0.21179
95-th percentile	1.4895
Maximum	1661
Range	1945.38
Interquartile range	0.21179

Descriptive statistics

Standard deviation	26.39330492
Coef of variation	30.83137744
Kurtosis	2709.300141
Mean	0.8560533817
MAD	1.759626414
Skewness	48.44764012
Sum	8381.61866
Variance	696.6065444
Memory size	76.6 KiB

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	4444	45.4%
0.1352	4	< 0.1%
0.18691	3	< 0.1%
0.33486	3	< 0.1%
1.1528	3	< 0.1%
0.013992	3	< 0.1%
0.12482	3	< 0.1%
0.44389	3	< 0.1%
0.26103	3	< 0.1%
0.6632	2	< 0.1%
Other values (5160)	5320	54.3%

Minimum 5 values

Value	Count	Frequency (%)
-284.38	1	< 0.1%
-189.65	1	< 0.1%
-152.09	1	< 0.1%
-111.98	1	< 0.1%
-73.916	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
1661	1	< 0.1%
1463.1	1	< 0.1%
730.8	1	< 0.1%
711.62	1	< 0.1%
617.89	1	< 0.1%

X6
Numeric

Distinct count	5585
Unique (%)	57.0%
Missing (%)	< 0.1%
Missing (n)	1
Infinite (%)	0.0%
Infinite (n)	0

Mean	-0.05927338043
Minimum	-486.82
Maximum	322.2
Zeros (%)	41.4%

Toggle details

Quantile statistics

Minimum	-486.82
5-th percentile	-0.544665
Q1	-0.00057829
Median	0
Q3	0.0653215
95-th percentile	0.430075
Maximum	322.2
Range	809.02
Interquartile range	0.06589979

Descriptive statistics

Standard deviation	6.812754097
Coef of variation	-114.9378363
Kurtosis	3369.866779
Mean	-0.05927338043
MAD	0.401209182
Skewness	-21.69753607
Sum	-580.3456678
Variance	46.41361838
Memory size	76.6 KiB

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	4055	41.4%
0.21704	3	< 0.1%
0.40074	3	< 0.1%
0.01641	2	< 0.1%
0.12538	2	< 0.1%
-1.8968	2	< 0.1%
0.19258	2	< 0.1%
0.70852	2	< 0.1%
-0.25677	2	< 0.1%
0.16213	2	< 0.1%
Other values (5574)	5716	58.4%

Minimum 5 values

Value	Count	Frequency (%)
-486.82	1	< 0.1%
-117.42	1	< 0.1%
-77.399	1	< 0.1%
-53.802	1	< 0.1%
-46.873	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
322.2	1	< 0.1%
244.31	1	< 0.1%
137.05	1	< 0.1%
39.146	1	< 0.1%
3.9822	1	< 0.1%

X60
Numeric

Distinct count	8625
Unique (%)	88.1%
Missing (%)	6.3%
Missing (n)	614
Infinite (%)	0.0%
Infinite (n)	0

Mean	118.1560643
Minimum	0
Maximum	251570
Zeros (%)	0.1%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	2.311165
Q1	5.356325
Median	9.482
Q3	19.506
95-th percentile	100.0125
Maximum	251570
Range	251570
Interquartile range	14.149675

Descriptive statistics

Standard deviation	3230.316692
Coef of variation	27.33940667
Kurtosis	4684.370917
Mean	118.1560643
MAD	196.8993258
Skewness	65.49077002
Sum	1084436.358
Variance	10434945.93
Memory size	76.6 KiB

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	6	0.1%
10.82	5	0.1%
11.112	4	< 0.1%
35.352	4	< 0.1%
10.644	4	< 0.1%
4.5072	4	< 0.1%
8.6195	3	< 0.1%
5.7811	3	< 0.1%
12.899	3	< 0.1%
11.323	3	< 0.1%
Other values (8614)	9139	93.3%
(Missing)	614	6.3%

Minimum 5 values

Value	Count	Frequency (%)
0	6	0.1%
0.013719	1	< 0.1%
0.023372	1	< 0.1%
0.034371	1	< 0.1%
0.038646	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
251570	1	< 0.1%
161540	1	< 0.1%
35590	1	< 0.1%
31424	1	< 0.1%
26865	1	< 0.1%

X61
Numeric

Distinct count	9104
Unique (%)	93.0%
Missing (%)	0.3%
Missing (n)	32
Infinite (%)	0.0%
Infinite (n)	0

Mean	25.1944304
Minimum	-12.656
Maximum	108000
Zeros (%)	0.2%

Toggle details

Quantile statistics

Minimum	-12.656
5-th percentile	2.002525
Q1	4.2677
Median	6.28355
Q3	9.9382
95-th percentile	28.6981
Maximum	108000
Range	108012.656
Interquartile range	5.6705

Descriptive statistics

Standard deviation	1099.260821
Coef of variation	43.63110432
Kurtosis	9541.644041
Mean	25.1944304
MAD	33.92428231
Skewness	97.17717656
Sum	245897.6407
Variance	1208374.353
Memory size	76.6 KiB

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	20	0.2%
10.432	4	< 0.1%
6.342	4	< 0.1%
11.201	4	< 0.1%
4.3415	4	< 0.1%
15.374	3	< 0.1%
10.81	3	< 0.1%
5.5924	3	< 0.1%
5.2806	3	< 0.1%
11.352	3	< 0.1%
Other values (9093)	9709	99.2%
(Missing)	32	0.3%

Minimum 5 values

Value	Count	Frequency (%)
-12.656	1	< 0.1%
-0.0031501	1	< 0.1%
0	20	0.2%
0.00012086	1	< 0.1%
0.00049387	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
108000	1	< 0.1%
7123	1	< 0.1%
4718.6	1	< 0.1%
3888	1	< 0.1%
3522	1	< 0.1%

X62
Highly correlated

This variable is highly correlated with X30 and should be ignored for analysis

Correlation	0.944755247

X63
Highly correlated

This variable is highly correlated with X36 and should be ignored for analysis

Correlation	0.939441559

X64
Numeric

Distinct count	9006
Unique (%)	92.0%
Missing (%)	2.4%
Missing (n)	231
Infinite (%)	0.0%
Infinite (n)	0

Mean	35.94961884
Minimum	-1.4822e-05
Maximum	21153
Zeros (%)	0.2%

Toggle details

Quantile statistics

Minimum	-1.4822e-05
5-th percentile	0.63722
Q1	2.0129
Median	4.0416
Q3	9.4135
95-th percentile	70.196
Maximum	21153
Range	21153.00001
Interquartile range	7.4006

Descriptive statistics

Standard deviation	483.3186235
Coef of variation	13.44433235
Kurtosis	1184.826372
Mean	35.94961884
MAD	54.87640122
Skewness	32.61179169
Sum	343714.3057
Variance	233596.8918
Memory size	76.6 KiB

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	19	0.2%
2.2227	4	< 0.1%
1.6484	4	< 0.1%
3.7487	3	< 0.1%
0.87428	3	< 0.1%
3.8389	3	< 0.1%
7.6063	3	< 0.1%
6.1967	3	< 0.1%
1.3911	3	< 0.1%
4.7077	3	< 0.1%
Other values (8995)	9513	97.2%
(Missing)	231	2.4%

Minimum 5 values

Value	Count	Frequency (%)
-1.4822e-05	1	< 0.1%
0	19	0.2%
2.5979e-05	1	< 0.1%
4.0599e-05	1	< 0.1%
5.8544e-05	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
21153	1	< 0.1%
19721	1	< 0.1%
18820	1	< 0.1%
15134	1	< 0.1%
13075	1	< 0.1%

X7
Highly correlated

This variable is highly correlated with X22 and should be ignored for analysis

Correlation	0.9019397054

X8
Highly correlated

This variable is highly correlated with X17 and should be ignored for analysis

Correlation	0.9999990887

X9
Highly correlated

This variable is highly correlated with X63 and should be ignored for analysis

Correlation	0.9240575663

Y
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	9277
1	515

Toggle details

Value	Count	Frequency (%)
0	9277	94.7%
1	515	5.3%

First rows

	X1	X10	X11	X12	X13	X14	X15	X16	X17	X18	X19	X2	X20	X21	X22	X23	X24	X25	X26	X27	X28	X29	X3	X30	X31	X32	X33	X34	X35	X36	X37	X38	X39	X4	X40	X41	X42	X43	X44	X45	X46	X47	X48	X49	X5	X50	X51	X52	X53	X54	X55	X56	X57	X58	X59	X6	X60	X61	X62	X63	X64	X7	X8	X9
0	0.159290	0.38330	0.189480	0.410250	0.155480	0.189480	771.49	0.473110	2.1626	0.189480	0.134660	0.46240	46.838	1.03460	0.180820	0.113210	0.57607	0.383300	0.407830	1.44230	0.16882	6.0662	0.077730	0.309150	0.134660	134.470	2.7144	0.39104	0.180820	1.47710	658.7000	0.38385	0.128510	1.1683	0.167020	0.072354	0.128510	119.960	73.126	0.88223	0.77736	52.568	0.151530	0.107690	-44.8530	1.16690	0.461850	0.36840	0.83251	0.8337	90533.0000	0.108990	0.415570	0.89101	0.001422	0.467020	7.7928	4.9914	119.810	3.0465	3.05600	0.189480	0.82895	1.1223
1	-0.127430	0.53757	-0.123210	-0.355870	-0.069684	-0.127430	-1871.30	-0.195060	2.1625	-0.127430	-0.098443	0.46243	67.186	0.65665	-0.080134	-0.098443	NaN	0.089142	-0.195060	-18.99600	0.72207	3.9891	0.269170	0.347020	-0.095184	92.684	3.9381	3.04930	-0.115680	1.29440	4.8106	0.61842	-0.089372	1.7517	0.042359	-0.359250	-0.061907	172.590	105.400	-0.53481	1.08630	61.674	-0.117360	-0.090667	7.5970	1.35640	0.358070	0.25393	1.44210	1.6590	2624.9000	-0.089372	-0.237040	1.06250	0.150410	0.000925	5.4327	3.4629	100.970	3.6150	3.47250	-0.127430	1.16250	1.2944
2	0.070488	0.67689	0.086895	0.368660	0.104840	0.086895	725.64	0.503000	4.2426	0.086895	0.076840	0.23570	51.358	0.99173	0.076618	0.062331	0.20835	0.676890	0.433390	0.71641	2.23180	4.6697	0.527810	-0.024608	0.076840	80.443	4.5374	0.32506	0.076618	1.20070	NaN	0.67689	0.067752	3.2393	1.145100	0.071564	0.067752	159.320	107.960	0.44299	2.56420	54.306	0.044954	0.039752	125.6800	3.23930	0.235700	0.22039	2.86220	2.8622	24672.0000	0.054286	0.104130	0.94571	0.000000	0.163670	7.1070	3.3808	76.076	4.7978	4.78180	0.086895	2.87180	1.0574
3	0.136760	0.58938	0.136760	0.377420	0.106900	0.136760	924.13	0.394960	2.4668	0.136760	0.091304	0.40538	59.462	1.33550	0.144820	0.091304	0.50497	0.589380	0.394960	1.07750	0.97894	4.3239	0.315430	0.218650	0.091304	98.398	3.7094	0.35724	0.144820	1.50640	10.0790	0.63242	0.096688	1.8705	0.218530	0.079248	0.096688	145.870	86.408	0.56046	1.19710	66.263	0.121460	0.081094	19.1150	1.67190	0.362350	0.26958	1.82910	1.9627	6649.9000	0.102630	0.232030	0.89737	0.073024	0.504970	6.1384	4.2241	88.299	4.1337	4.64840	0.136760	1.45390	1.1144
4	-0.110080	0.30207	-0.103100	-0.158200	0.088289	-0.110080	1663.00	0.219480	1.4328	-0.110080	-0.063446	0.69793	19.414	1.03080	0.000000	-0.063446	NaN	0.230240	0.219480	0.00000	1.63600	3.8426	0.188780	0.376720	-0.133340	261.350	1.3966	1.39240	0.050620	1.73500	NaN	0.30207	0.029176	1.2713	0.245800	0.088371	0.000000	150.120	130.710	-1.19280	1.13870	34.660	-0.263260	-0.151730	-15.3440	1.26750	0.695830	0.71602	2.61780	2.6178	1314.0000	0.439880	-0.364400	0.57153	0.000000	0.000000	18.8010	2.7925	146.390	2.4934	15.03600	-0.110080	0.43282	1.7350
5	0.021539	0.41575	0.066078	0.061256	0.039813	0.029628	3722.80	0.098043	1.7116	0.029628	0.020593	0.58425	41.665	1.05930	0.049368	0.014970	0.00000	0.396500	0.084197	1.35440	0.20156	5.9071	0.086614	0.406080	0.020593	157.230	2.3785	1.96900	0.315940	1.43880	7.8087	0.46775	0.219600	1.1791	0.068418	0.252850	0.034313	136.280	94.617	0.13115	0.83952	52.109	0.021715	0.015093	-36.3940	0.97612	0.483680	0.42044	0.96753	1.0885	1.1791	0.219600	0.051807	0.80128	0.125080	-0.001609	8.7603	3.8576	122.700	2.9746	3.34820	0.029628	0.71161	1.4388
6	0.227430	0.47734	0.321970	0.553860	0.150550	0.283000	639.64	0.570640	1.9133	0.283000	0.142850	0.52266	87.626	1.09650	0.320740	0.114800	NaN	0.472580	0.464310	8.23130	9.99470	4.0217	0.444560	0.216470	0.151530	112.220	3.2525	3.17970	0.319160	1.98110	41.0180	0.48904	0.161100	1.8700	0.200540	0.051853	0.161900	157.170	69.543	0.47820	0.93925	104.450	0.305490	0.154210	-8.6787	1.82820	0.510960	0.30745	10.73200	10.9950	4673.6000	0.161100	0.476460	0.85765	0.024511	0.000000	4.1654	5.2485	94.141	3.8772	44.53900	0.283000	0.91328	1.9811
7	0.038662	0.40502	0.039993	0.065321	0.064279	0.038662	1094.70	0.333410	1.6807	0.038662	0.012528	0.59498	32.928	1.10260	0.000000	0.012528	NaN	-0.447230	0.333410	0.00000	0.20883	3.3624	0.070504	0.190070	0.025989	95.972	3.8032	3.78340	0.007949	3.08610	NaN	0.40502	0.002576	1.1191	0.032373	0.124180	0.000000	76.075	43.148	0.13887	0.64874	45.143	-0.159710	-0.051752	-37.6400	1.11330	0.591880	0.26294	1.19970	1.1997	162.3900	0.270590	0.095456	0.72991	0.000000	-0.529780	11.0850	8.4593	70.003	5.2141	9.14080	0.038662	0.68074	3.0861
8	0.131030	0.52798	0.163780	0.377480	0.078413	0.163780	964.05	0.378610	2.1185	0.163780	0.071863	0.47202	48.590	1.26380	0.165830	0.057490	0.47020	0.527980	0.309220	0.78063	6.79730	3.9690	0.493500	0.160120	0.071863	74.554	4.8958	0.35131	0.165830	2.29010	16.3660	0.56610	0.072758	2.1374	0.254460	0.085855	0.072758	130.840	82.250	0.43186	1.43810	52.132	0.150900	0.066208	31.8760	1.96470	0.433900	0.20426	7.27220	7.7973	4595.0000	0.067952	0.248170	0.93205	0.072213	0.374720	7.5119	4.4377	69.488	5.2527	31.39200	0.163780	1.11850	1.0729
9	0.176980	0.80641	0.212810	4.245100	0.616710	0.212810	320.19	1.139900	5.1656	0.212810	0.594700	0.19359	39.523	1.03260	0.064641	0.494570	0.40412	0.806410	0.954860	2.19090	0.17179	5.1394	0.139250	0.524940	0.594700	62.015	5.8857	0.33391	0.064641	0.51029	1.0500	0.94987	0.180650	3.7779	0.144790	0.087768	0.180650	185.770	146.250	4.56750	3.00500	47.933	0.056767	0.158640	124.1000	0.97828	0.050129	0.16990	0.99481	1.1718	19195.0000	0.175470	0.219460	0.82453	0.177900	0.338450	9.2352	2.4957	51.133	7.1382	0.44144	0.212810	4.16560	1.2128

Last rows

	X1	X10	X11	X12	X13	X14	X15	X16	X17	X18	X19	X2	X20	X21	X22	X23	X24	X25	X26	X27	X28	X29	X3	X30	X31	X32	X33	X34	X35	X36	X37	X38	X39	X4	X40	X41	X42	X43	X44	X45	X46	X47	X48	X49	X5	X50	X51	X52	X53	X54	X55	X56	X57	X58	X59	X6	X60	X61	X62	X63	X64	X7	X8	X9	Y
9782	0.025487	0.454800	0.031264	0.071125	0.041425	0.031264	2305.6	0.158310	1.8357	0.031264	0.015017	0.54476	25.726	0.61413	0.017649	0.012242	0.031264	0.454800	0.147710	NaN	-0.110380	4.7149	-0.069539	0.25970	0.015017	77.444	4.7131	0.032397	0.017649	2.17700	2.12260	0.559990	0.008477	0.84180	0.021368	0.24660	0.008477	63.227	37.501	0.173690	0.50798	25.853	-0.037330	-0.017931	-39.5530	0.67925	0.43957	0.21218	0.72193	0.88892	-3607.10	0.004892	0.056040	0.99511	0.231300	0.025487	14.1880	9.7331	77.065	4.7362	3.30470	0.031264	0.834850	1.00490	1
9783	0.020226	0.288690	0.052744	0.077893	0.029045	0.021172	5357.9	0.068124	1.4059	0.021172	0.012690	0.71131	22.043	1.19700	0.050890	0.012123	0.743610	0.072775	0.066794	1.611800	0.017687	4.9548	0.012656	0.42538	0.028403	59.938	6.1775	2.360600	0.013154	1.66840	0.57129	0.610260	0.007885	1.04660	0.007459	0.30330	0.030503	61.791	39.748	0.200740	0.67587	21.902	0.023605	0.014148	-19.2910	0.39992	0.27181	0.16188	0.40346	0.85287	1140.50	0.007885	0.070062	1.02540	1.113900	0.000000	16.5580	9.1830	59.465	6.1380	2.33160	0.021172	0.405860	1.66840	1
9784	-0.147000	0.128670	-0.147000	-0.192800	-0.014942	-0.147000	-4163.4	-0.087668	1.2871	-0.147000	-0.032248	0.77692	13.615	0.99082	-0.161970	-0.032248	-0.147000	0.128670	-0.087668	NaN	-0.612930	4.2269	-0.376180	0.16644	-0.032248	59.066	6.1796	-0.208470	-0.161970	4.60730	14.93100	0.143150	-0.035532	0.50661	0.023900	-0.30744	-0.035532	29.470	15.854	-0.864510	0.28359	13.173	-0.240850	-0.052838	-42.4460	0.49716	0.76244	0.16182	0.20965	0.23324	-6343.50	-0.033612	-1.142400	1.03360	0.112550	-0.147000	26.8080	23.0220	61.051	5.9786	7.42710	-0.147000	0.165610	0.96748	1
9785	-0.042907	0.162040	-0.000768	-0.076662	0.009690	-0.042907	10563.0	0.034556	1.1934	-0.042907	-0.014358	0.83792	22.351	1.06410	-0.000815	-0.014358	0.052774	0.000283	0.034556	-0.019347	-0.270310	4.3932	-0.163090	0.27795	-0.004635	69.631	5.3676	3.585300	0.054432	3.00340	1.03650	0.368130	0.018215	0.70860	0.030780	0.39313	-0.000273	46.338	23.986	-0.234480	0.35773	22.233	-0.072677	-0.024321	-43.7050	0.47331	0.55969	0.18630	0.26857	0.61012	-4033.00	0.018215	-0.264790	1.00030	1.271800	0.000000	16.3300	15.2170	68.363	5.3392	4.95270	-0.042907	0.193390	2.98830	1
9786	-0.191020	-0.073294	-0.189130	-0.215690	-0.161540	-0.189130	-1848.8	-0.197430	1.0786	-0.189130	-0.166900	0.92715	52.713	1.60240	0.027091	-0.168570	-0.189130	-0.073294	-0.199470	NaN	-0.352940	5.6303	-0.067163	0.77475	-0.166900	300.280	1.2155	0.029220	0.027091	1.17390	12.84900	-0.023014	0.023907	0.92341	0.185780	0.91888	0.023907	208.340	155.630	-1.167200	0.73678	56.041	0.021009	0.018541	-117.0200	0.87333	0.87687	0.82268	-0.38516	-0.12094	-28669.00	0.059381	2.606200	0.94062	-0.686000	-0.191020	6.9242	2.3453	282.450	1.2923	5.95470	-0.189130	-0.079053	1.06310	1
9787	0.004676	0.432050	0.013002	0.026291	0.056413	0.013002	2892.6	0.126190	1.8199	0.013002	0.010578	0.54949	95.653	0.97345	0.028662	0.003804	0.013002	0.432050	0.111030	NaN	0.616750	4.6580	0.192810	0.44655	0.010578	142.590	2.5598	0.052162	0.028662	1.31320	6.64680	0.487000	0.023320	1.38990	0.005245	0.21254	0.023320	203.350	107.700	0.014517	0.73857	92.872	-0.027673	-0.022515	-39.0640	1.25090	0.49454	0.39066	1.38200	1.55780	8772.00	-0.029937	0.010823	1.02990	0.127190	0.004676	3.8159	3.3892	146.860	2.4854	3.93150	0.013002	0.786270	0.97093	1
9788	-0.027610	0.335090	-0.027610	-0.087287	0.015285	-0.027610	4654.8	0.078414	1.6462	-0.027610	-0.008860	0.60748	15.850	0.76438	0.002675	-0.008860	-0.027610	0.335090	0.078414	NaN	-0.041716	4.2779	-0.029762	0.18658	-0.008860	37.316	9.7814	0.004404	0.002675	3.12120	0.51937	0.626250	0.000858	0.90591	0.115010	0.25631	0.000858	29.301	13.451	-0.204020	0.47808	15.965	-0.072569	-0.023286	-20.9230	0.47171	0.31631	0.10224	0.46968	0.87778	-564.42	0.007198	-0.082395	0.99280	0.868910	-0.027610	23.0280	27.1360	37.047	9.8523	4.36810	-0.027610	0.551610	1.00730	1
9789	-0.238290	0.177600	-0.240360	-1.629100	-0.298160	-0.240360	-1267.0	-0.288080	1.5947	-0.240360	-0.396720	0.62708	55.560	0.38471	-0.238190	-0.393310	-0.240360	0.177600	-0.284780	NaN	0.118590	4.9115	0.090374	1.03420	-0.396720	71.380	5.1135	-0.379840	-0.238190	0.63295	0.30381	0.657140	-0.393140	1.61250	0.004595	-0.11551	-0.393140	142.920	87.360	-2.583800	0.98745	44.619	-0.297900	-0.491690	-1.0692	0.37940	0.14754	0.19556	0.23305	0.86229	7371.80	-0.245220	-1.341700	1.24520	2.700100	-0.238290	6.5694	4.1781	88.883	4.1065	0.79501	-0.240360	0.283220	0.80307	1
9790	0.097188	0.247000	0.153640	0.178680	0.106250	0.104280	2635.8	0.138480	1.3280	0.104280	0.106250	0.75300	84.401	0.95615	0.151620	0.099024	-0.018774	-0.160140	0.129070	3.071600	-0.440410	4.1226	-0.327680	0.76680	0.155830	304.920	1.5995	1.239600	0.090025	1.08720	0.23035	0.372690	0.091726	0.43850	0.002242	0.16554	0.154490	94.682	10.281	0.428240	0.39113	88.742	0.151620	0.154490	-214.2400	0.33984	0.58358	0.62519	0.33198	0.50091	-4346.00	0.288240	0.393470	0.68127	0.508850	-0.331300	4.3246	35.5030	217.030	1.6818	1.31910	0.104280	0.328030	0.98145	1
9791	0.021416	0.512670	0.027253	0.056113	0.032588	0.027253	3027.0	0.120580	2.0543	0.027253	0.015131	0.48678	54.009	0.97685	0.013821	0.011890	0.027253	0.512670	0.108590	NaN	0.407620	4.0151	0.148940	0.27016	0.015131	98.559	3.7034	0.028393	0.013821	1.86370	334.59000	0.513770	0.007673	1.30670	0.003703	0.35355	0.007673	128.240	74.231	0.080356	0.75791	54.084	-0.017623	-0.009784	-24.2820	1.30370	0.48568	0.27002	1.40310	1.40610	1542.00	0.001393	0.041773	0.99861	0.002146	0.021416	6.7582	4.9171	98.421	3.7085	4.92950	0.027253	1.053200	1.00140	1

Overview

Variables

Correlations

Missing values

Sample

First rows

Last rows